Bias and Variance Materials

[Sergio_Castelwhite]

Hi everyone. I would like deep more about de concept ( Bias and Variance), mathematical explanation, could you recommend me some papers, books, videos or materials ?

Thanks a lot!

[wesleyalmeida]

Hi @Sergio_Castelwhite! Thank you for asking.

Here are some references that I have already used to study on the subject:

• Conceptual complexity and the bias/variance tradeoff
• A Modern Take on the Bias-Variance Tradeoff in Neural Networks
• Understanding the Bias-Variance Tradeoff
• Bias-Variance Analysis: Theory and Practice - cs229.stanford

Hope it help you!
Best,
Wesley P.

[Sergio_Castelwhite]

@wesleyalmeida Thank you for your support!